A tremor ran through Liam’s fingers as he reached for his phone. The notification from the university – a cold, official communication – sat on the screen. His heart hammered against his ribs, a frantic bird trapped in a cage. He hadn't slept properly in days, and now this.

He reread the email. "Similarity Index: High." That phrase echoed in his skull. The words seemed to warp and twist before his eyes. He felt a desperate urge to run, to disappear.

He slammed his laptop shut, the metallic clang reverberating through the silent dorm room. His reflection in the darkened screen showed a stranger, a ghost of the confident student he once was. He paced the small space, his thoughts a chaotic jumble.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

This story is one of 1,000 stories generated for the emotion unnerved. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 unnerved stories, after denoising with neutral dialogue baselines, produces the unnerved emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unnerved vector is projected through the unembedding matrix.

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284